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  <div class="section" id="introduction">
<h1>1. Introduction<a class="headerlink" href="#introduction" title="Permalink to this headline">¶</a></h1>
<p><strong>Urban Computing ToolBox</strong> is a package providing spatial-temporal predicting models. It contains both conventional models and state-of-art models.</p>
<p>Currently the package supported the following models: (<a class="reference external" href="./static/current_supported_models.html">Details</a>)</p>
<ul class="simple">
<li><p>ARIMA</p></li>
<li><p>DCRNN</p></li>
<li><p>DeepST</p></li>
<li><p>GeoMAN</p></li>
<li><p>HM</p></li>
<li><p>HMM</p></li>
<li><p>ST-MGCN</p></li>
<li><p>ST-ResNet</p></li>
<li><p>STMeta</p></li>
<li><p>XGBoost</p></li>
</ul>
<p>UCTB is a flexible and open package. You can use the data we provided or use your own data, the data structure is well stated in the tutorial chapter. You can build your own model based on model-units we provided and use the model-training class to train the model.</p>
<p>You can view UCTB’s source code at <a class="reference external" href="https://github.com/uctb/UCTB">UCTB ToolBox</a>.</p>
<p><u><a class="reference external" href="../index.html">Back To HomePage</a></u></p>
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